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» A Functional Model for Data Analysis
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JMLR
2010
125views more  JMLR 2010»
15 years 2 months ago
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation
In this paper, we consider the asymptotic form of the generalization error for the restricted Boltzmann machine in Bayesian estimation. It has been shown that obtaining the maximu...
Miki Aoyagi
POPL
1992
ACM
15 years 11 months ago
Abstract Semantics for a Higher-Order Functional Language with Logic Variables
Semantics for a Higher-Order Functional Language with Logic Variables Radha Jagadeesan Imperial College, London, UK SW7 2BZ. Keshav Pingali Cornell University, Ithaca, NY 14853. A...
Radha Jagadeesan, Keshav Pingali
BMCBI
2007
97views more  BMCBI 2007»
15 years 7 months ago
Relating destabilizing regions to known functional sites in proteins
Background: Most methods for predicting functional sites in protein 3D structures, rely on information on related proteins and cannot be applied to proteins with no known relative...
Benoit H. Dessailly, Marc F. Lensink, Shoshana J. ...
TSMC
2008
102views more  TSMC 2008»
15 years 7 months ago
Generalized Cost-Function-Based Forecasting for Periodically Measured Nonstationary Traffic
Abstract-- In this paper, we address the issue of forecasting for periodically measured nonstationary traffic based on statistical time series modeling. Often with time series base...
Balaji Krithikaivasan, Yong Zeng, Deep Medhi
CAV
1999
Springer
119views Hardware» more  CAV 1999»
15 years 12 months ago
Exploiting Positive Equality in a Logic of Equality with Uninterpreted Functions
Abstract. In using the logic of equality with unininterpreted functions to verify hardware systems, specific characteristics of the formula describing the correctness condition ca...
Randal E. Bryant, Steven M. German, Miroslav N. Ve...